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Titlebook: Logic Program Synthesis from Incomplete Information; Pierre Flener Book 1995 Springer Science+Business Media Dordrecht 1995 algorithms.art

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發(fā)表于 2025-3-21 17:32:54 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Logic Program Synthesis from Incomplete Information
編輯Pierre Flener
視頻videohttp://file.papertrans.cn/588/587886/587886.mp4
叢書(shū)名稱The Springer International Series in Engineering and Computer Science
圖書(shū)封面Titlebook: Logic Program Synthesis from Incomplete Information;  Pierre Flener Book 1995 Springer Science+Business Media Dordrecht 1995 algorithms.art
描述Program synthesis is a solution to the software crisis. If wehad a program that develops correct programs from specifications, thenprogram validation and maintenance would disappear from the softwarelife-cycle, and one could focus on the more creative tasks ofspecification elaboration, validation, and maintenance, because replayof program development would be less costly. .This monograph describes a novel approach to Inductive LogicProgramming (ILP), which cross-fertilizes logic programming andmachine learning. Aiming at the synthesis of recursive logic programsonly, and this from incomplete information, we take a softwareengineering approach that is more appropriate than a pure artificialintelligence approach. .This book is suitable as a secondary text for graduate level coursesin software engineering and artificial intelligence, and as areference for practitioners of program synthesis.
出版日期Book 1995
關(guān)鍵詞algorithms; artificial intelligence; development; intelligence; learning; logic programming; machine learn
版次1
doihttps://doi.org/10.1007/978-1-4615-2205-8
isbn_softcover978-1-4613-5925-8
isbn_ebook978-1-4615-2205-8Series ISSN 0893-3405
issn_series 0893-3405
copyrightSpringer Science+Business Media Dordrecht 1995
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沙發(fā)
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A Specification Approach axioms, as outlined in Part I, we define, in Section 6.1, a specification approach that is based on examples and properties. Then, in Section 6.2, we illustrate this approach on a few sample problems. Future work and related work are discussed in Section 6.3 and Section 6.4, respectively, before drawing some conclusions in Section 6.5.
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A Framework for Stepwise Logic Algorithm Synthesise structure for the formulation, in Section 7.3, of stepwise logic algorithm synthesis strategies. Future work and related work are discussed in Section 7.4 and Section 7.5, respectively, before drawing some conclusions in Section 7.6.
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The Most-Specific-Generalization Methode disjunctions and existential variables, and are thus different from properties. Future work and related work are discussed in Section 10.5 and Section 10.6, respectively, before drawing some conclusions in Section 10.7.
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Book 1995and maintenance would disappear from the softwarelife-cycle, and one could focus on the more creative tasks ofspecification elaboration, validation, and maintenance, because replayof program development would be less costly. .This monograph describes a novel approach to Inductive LogicProgramming (I
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